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cs.AI2026
Trust by Design: Skill Profiles for Transparent, Cost-Aware LLM Routing
Mika Okamoto, Ansel Kaplan Erol, Glenn Matlin
How should Large Language Model (LLM) practitioners select the right model for a task without wasting money? We introduce BELLA (Budget-Efficient LLM Selection via Automated skill-…
cs.AI2026
FinForge: Semi-Synthetic Financial Benchmark Generation
Glenn Matlin, Akhil Theerthala, Anant Gupta +4
Evaluating Language Models (LMs) in specialized, high-stakes domains such as finance remains a significant challenge due to the scarcity of open, high-quality, and domain-specific…